├── Code ├── 01_DemoSpamFiltering.ipynb ├── 01_HealthCareDecisions_2ndPlace.ipynb ├── 01_PandasTutorial.ipynb ├── 02_Optimization.ipynb ├── 02_SklearnTutorial.ipynb ├── 03_TreesBagging.ipynb └── 04_EM.ipynb └── Slides ├── Competitions1_Intro.pdf ├── Competitions6_Stacking.pdf ├── Competitions7_Springleaf.pdf ├── Lecture1_Intro.pdf ├── Lecture2_Part1_Optimization.pdf ├── Lecture2_Part2_LinearClassifiers.pdf ├── Lecture3_Part1_DecisionTrees.pdf ├── Lecture3_Part1_EnsembleModels.pdf ├── Lecture4_Part1_Clustering.pdf └── Lecture4_Part2_Bayes.pdf /Code/01_DemoSpamFiltering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vkantor/MIPT_Data_mining_in_action_2015/HEAD/Code/01_DemoSpamFiltering.ipynb -------------------------------------------------------------------------------- /Code/01_HealthCareDecisions_2ndPlace.ipynb: -------------------------------------------------------------------------------- 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